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The AI ecosystem is a tangled web of traditional technology providers that have adapted to shifting trends and new market entrants focused on using AI for solving problems in niche areas, as well as well-established internet-era hyperscaler companies that are spearheading the push toward AI-first organizations. Compared to a few years ago, the AI market is starting to solidify around real-world applications with the pace of change being faster than it has ever been before, as startups and technology providers rush to create platforms and targeted niche solutions for solving specific enterprise problems. The industry is churning and evolving quickly as merger and acquisition (M&A) activities abound, and it is homing in on areas of focus.

Tractica’s 2018 AI ecosystem report covers a wide range of companies in the growing AI space, drawing on Tractica’s internal knowledge base of the competitive environment, as well as external sources. Tractica has identified and categorized a total of 1,000 AI companies and provided more in-depth profiles of 200 key industry players that our analysis has revealed to be the most notable and representative examples of AI technology providers, solution providers, platforms, service providers, hardware vendors, and other players who each in their own way are helping to propel the sector forward. These companies span the globe and cover a spectrum of technologies and end-market segments.

This Tractica report provides an in-depth examination of the market ecosystem for AI. The ecosystem is subcategorized into multiple segments, which include hyperscalers, professional service providers, application-focused solution providers, AI development platforms, virtual digital assistant platforms, computer vision, natural language processing, deep learning, machine reasoning, strong AI, compute/networking/storage hardware, and chipsets. The report includes detailed profiles of 200 companies and 1,000 are included in the companion Excel databook.

Key Questions Addressed:

What are some of the leading companies in the AI ecosystem?

Which segments of the AI ecosystem do the identified companies support?

What are the companies’ vital facts such as size, location, funding and ownership?

What are the key products and services currently offered by these providers and future plans?

Who Needs This Report?

AI technology providers

AI professional services providers

AI platform providers

Application-focused solutions providers

AI chipset companies

AI networking and storage hardware vendors

Government agencies

Investor community

Table of Contents

Executive Summary

Definition and Trends

Definition of AI

Primary Category Definitions and Ecosystem Trends

Hyperscalers

Professional Service Providers

Application-Focused Solution Providers

Virtual Digital Assistant Platforms

AI Development Platforms

Computer Vision

Natural Language Processing

Deep Learning

Machine Reasoning

Strong AI

Compute/Networking/Storage Hardware

Chipsets

Machine Learninh

Company Profiles

[24]7.ai

3M

Accenture

Adoreboard

Affectiva

Affirm, Inc.

AiCure

3AImotive

Alegion

Alibaba Group

AlphaSense

ai

Alteryx

Amazon

Ambarella

Appen

Appier

Apple

Appli

AppOrchid

AppZen

ARM

Arria NLG

Arterys

Artificial Solutions

Artisense

ai

Aspect Software

Atomwise

Autoliv (now Veoneer)

Automat Technologies

Avigilon

Ayasdi

Aylien

Babylon Health

Baidu

BenevolentAI

Beyond Verbal

BirdEye

Blue River Technology

Bonsai

Brain Power

Brainspace

md

C3 IoT

Cadence Design Systems (Tensilica)

Cambricon

Cape Analytics

Captricity

Casetext

Cerebras Systems

CEVA

Chorus.ai

CityBldr

Clarifai

Cobalt Speech

Cogent Labs

Cogito

Cognex Corporation

CognitiveScale

Cognizant

Conversable

Converse.AI

Cortica

Cortical.io

Cray

Creative Virtual

CX Company

Daisy Intelligence

Darktrace

Dataiku

Dataminr

DataRobot

Deep Cognition

Deep Genomics

Deepgram

Deep Instinct

Dell Technologies/Dell EMC

Deloitte

Descartes Labs

DigitalGenius

Digital Reasoning

Digitate

EMRAYS Technologies

Enlitic

Enterra Solutions

Eyeris

Facebook

Falkonry

Fashwell AG

Figure Eight (formerly CrowdFlower)

Flamingo AI

General Vision

Google (Alphabet)

DeepMind Technologies

Grakn.AI

Graphcore

Groq

GumGum

H20.ai

HCL Technologies

Hewlett Packard Enterprise

Hikvision

Horizon Robotics

Huawei Technologies

HyperScience

IBM

IBM Global Services

iManage (RAVN)

Inbenta Technologies

iCarbonX

Indico

Infegy

Inspur Systems

Intel

Intel Nervana

Mobileye, an Intel Company

Intel Movidius

Intel Saffron AI

IntelliVision

Interactions

IPsoft

IRIDA Labs

Jacada

Julie Desk

Kabbage

Kasisto

Kensho

Klevu

KnuEdge (KnuPath)

Kore.ai

Lexalytics

Lex Machina

Lilt

LINE Corporation

LogMeIn/Nanorep

Luminoso

Matroid

Megvii (Face++)

Microsoft

Mya Systems

Mythic (formerly Isocline)

Narrative Science

Nauto

NetBase

Neurala

Next IT

Nuance Communications

Numenta

Nutanix

NVIDIA

Onfido

Orbital Insight

OrCam

Petuum

PwC

Prism Skylabs

Prophesee (formerly Chronocam)

Protagonist

PROWLER.io

PullString

Pure Storage

Qualcomm

RapidMiner

Rasa

Razorthink

Realeyes

Reality AI

Ripjar

Salesforce

SambaNova Systems

Sana Labs

SapientRazorfish

SAS

Seal Software

Second Spectrum

SenseTime

Sensory, Inc.

Sentient

Sightec

Sighthound

Sigmoidal

Skymind

Skytree (Infosys)

SmartAction

Snaps

SparkCognition

Synthetix

SYNTIANT

SyTrue

Talla

Tencent

ThinCI

ThoughtSpot

Unity

Unreal (Epic Games)

Veritone

Versive

Vicarious

videantis

ViSenze

VoyagerLabs

Wave Computing

X.ai

Xilinx

Zephyr Health

Company Directory

Acronym and Abbreviation List

Table of Contents

Table of Charts and Figures

Scope of Study, Sources and Methodology, Notes

List of Charts, Figures, and Tables

Figures

AI Market Ecosystem

Seven Emotion Metrics Measured by Affectiva

Affirm’s App

appli AI Platform

Arria NLG Capabilities

VEGA

Avigilon Appearance Search Technology

Babylon Health App

Plant Identification

Bonsai’s AI Engine

Brain Power Reward System

Bright.md’s Smart Exam Platform

Analysis of Properties

CognitiveScale Offerings

Creative Virtual’s V-Person Web

The Daisy Intelligence Process

Dell EMC Machine and Deep Learning Ready Bundles

Descartes Platform

DigitalGenius Platform

EMRAYS EmAdvert

Aila

Emotion Analysis to Understand Driver Behavior

Poplar Framework

H20 and Driverless AI

DRYiCE

IBM PowerAI Platform

Example of Infegy Report

Inspur AI Platform

Movidius Neural Compute Stick

IPsoft’s Amelia, a Virtual Humanoid Avatar for White-Label Customer Support

Jacada Interact Platform

CTBC Bank Bot

Megvii Face Compare

Mya Virtual Digital Assistant

NetBase Platform

SGT STAR Avatar

PROWLER.io’s Platform Architecture

Qualcomm AI Engine

RapidMiner Platform

Stages of Using Reality AI’s Tools

Second Spectrum: Reimagining Video Highlights

Sentient Aware

Vehicle Identification

ThoughtSpot Architecture

x.ai Interface Example

Arterys Products

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